Lee Chu, CFA candidate, develops a back-tested model and asks marketing to remove the top holdings after concerns about replication. Which action is least likely to result in a Code and Standards violation for Chu?

Lee Chu, CFA candidate, develops a back-tested model and asks marketing to remove the top holdings after concerns about replication. Which action is least likely to result in a Code and Standards violation for Chu?

• A. Use of back-tested results in communication with prospective clients
• B. Failure to adequately describe the investment process to prospective clients
• C. Failure to disclose that the top holding accounts for a large concentration in the model
• D. All actions would violate the standards equally

Answer: (A)

The key idea here is how to present investment results and process without misleading clients. Back-tested results can be disclosed to prospective clients if they are clearly labeled as back-tested, with explicit disclosures that they do not represent actual realized performance and that future results may differ. If the methodology, data, time period, assumptions (like transaction costs and liquidity), and the limitations are explained, such use is permissible and less likely to violate the standards. The issues come from omitting important information about how the model works or the risks involved. Failing to adequately describe the investment process leaves clients without enough understanding to evaluate the approach, which is a form of misrepresentation or lack of transparency and is a clear risk to violate the standards. Not disclosing that a single top holding concentrates a large portion of the model’s exposure likewise hides material risk, which is required to be disclosed. Those omissions are more straightforward breaches of fiduciary and disclosure duties. Therefore, using back-tested results with proper labeling and context is the least likely path to a violation, whereas the other actions more directly undermine transparency and disclosure requirements.

The key idea here is how to present investment results and process without misleading clients. Back-tested results can be disclosed to prospective clients if they are clearly labeled as back-tested, with explicit disclosures that they do not represent actual realized performance and that future results may differ. If the methodology, data, time period, assumptions (like transaction costs and liquidity), and the limitations are explained, such use is permissible and less likely to violate the standards. The issues come from omitting important information about how the model works or the risks involved.

Failing to adequately describe the investment process leaves clients without enough understanding to evaluate the approach, which is a form of misrepresentation or lack of transparency and is a clear risk to violate the standards. Not disclosing that a single top holding concentrates a large portion of the model’s exposure likewise hides material risk, which is required to be disclosed. Those omissions are more straightforward breaches of fiduciary and disclosure duties. Therefore, using back-tested results with proper labeling and context is the least likely path to a violation, whereas the other actions more directly undermine transparency and disclosure requirements.